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📰 Dev.to · Ross Peili

13 articles · Updated every 3 hours · View all reads

All Articles 116,395Blog Posts 124,797Tech Tutorials 29,749Research Papers 23,506News 17,200 ⚡ AI Lessons
Open Source Contributors Needed for Skillware & Rooms (AI/ML/Python)
Dev.to · Ross Peili 🤖 AI Agents & Automation ⚡ AI Lesson 2mo ago
Open Source Contributors Needed for Skillware & Rooms (AI/ML/Python)
If you are looking to contribute to 100% open source AI projects (not black boxes source code or...
Your AI Needs a Physical Social Life
Dev.to · Ross Peili 2mo ago
Your AI Needs a Physical Social Life
If you're deep into AI, you understand that the current state of Artificial Intelligence is a...
Stop choosing between LLM intelligence and PII compliance
Dev.to · Ross Peili 🧠 Large Language Models ⚡ AI Lesson 3mo ago
Stop choosing between LLM intelligence and PII compliance
Choosing non-sovereign LLM inference should NOT equal the shortening of PII compliance in...
Why Skillware is the Next Evolution for Autonomous Agents
Dev.to · Ross Peili 🤖 AI Agents & Automation ⚡ AI Lesson 3mo ago
Why Skillware is the Next Evolution for Autonomous Agents
The AI agent landscape is currently saturated with wrappers and prompt-heavy frameworks that rely...
Top 10 Models You Can Train on Your Laptop in Under an Hour
Dev.to · Ross Peili 3mo ago
Top 10 Models You Can Train on Your Laptop in Under an Hour
You don’t need a PhD or an H100 cluster to build something useful. I just mapped out 10 micro-models...
Generate better Synthetic Data for Fine-Tuning with Skillware
Dev.to · Ross Peili 🧠 Large Language Models ⚡ AI Lesson 3mo ago
Generate better Synthetic Data for Fine-Tuning with Skillware
One of the biggest hurdles in training local LLMs is data quality. If your training set is 90% AI...
Stop Paying for Slop: A Deterministic Middleware for LLM Token Optimization
Dev.to · Ross Peili 3mo ago
Stop Paying for Slop: A Deterministic Middleware for LLM Token Optimization
Context windows are getting huge, but token budgets are tightening. Every time your agent iterates in...
I built a modular Fraud Detection System to solve 0.17% class imbalance (RF + XGBoost)
Dev.to · Ross Peili 📐 ML Fundamentals ⚡ AI Lesson 4mo ago
I built a modular Fraud Detection System to solve 0.17% class imbalance (RF + XGBoost)
Hi everyone! I wanted to share a project I've been polishing to demonstrate how to structure a...
I open-sourced a production-ready Fraud Detection System with CLI, Logging, and Testing
Dev.to · Ross Peili 📐 ML Fundamentals ⚡ AI Lesson 4mo ago
I open-sourced a production-ready Fraud Detection System with CLI, Logging, and Testing
I built a Credit Card Fraud Detection System to practice building robust, production-grade Python...